Fold 3 - Understanding why coefficient 4088568 was selected
Tag: WEDGES & HEELS
Selected Coefficient: 4088568
Taxonomy Path: 2.9.23.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 4088568 | 2.000000 | 2.9.23.8 | 8.23.9.2 (8*79^3 + 23*79^2 + 9*79 + 2) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 63043 | 3.000000 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "WEDGES & HEELS" tag (processing sequence 3072). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9757 | Clue Gold Wedge | 4088568 | SHOES | 0 | none | ||
| 9767 | Clue Nude Wedge | 4088568 | SHOES | 0 | none | ||
| 9756 | Morgen Wedge Light Pink | 63043 | Apparel & Accessories > Shoes > Heels | 2023LAUNCH, SHOES | -4025525 | none | |
| 9554 | Banques Bone Sandal Wedge | 0 | SANDALS | -4088568 | none |